Cloudera Docs

Upgrading Apache Spark 3.3.x (CDS) on 7.1.8 to Spark 3 on 7.3.1

The following steps will help you upgrading from Apache Spark 3.3.0 or 3.3.2 (CDS) on Cloudera Private Cloud 7.1.8 to Spark 3.4.1 on 7.3.1.

Source cluster version Source cluster Spark 2 version Source cluster Spark 3 version Target cluster version Target cluster Spark 3 version Spark 2 used with connectors1
7.1.8 none 3.3.0 or 3.3.2 (CDS) 7.3.1 3.4.1 no

In-place cluster upgrade

  1. Upgrade the Server to 7.13.1.0
    1. Back up the server databases, working directories, and several other entities. These backups can be used to restore your deployment if there are problems during the upgrade.
    2. Upgrade the server software on the host using package commands from the command line (for example, yum on RHEL systems). automates much of this process and is recommend for upgrading and managing your CDH/ clusters.
    3. Upgrade the agent software on all cluster hosts. The upgrade wizard can upgrade the agent software (and, optionally, the JDK), or you can install the agent and JDK software manually. The CDH or software is not upgraded during this process.
    For more information, see Upgrading 7.
  2. handles deactivation of the SPARK3 parcel. The parcel itself is not removed but deactivated.

Application migration tasks (Spark 3.x to Spark 3.4.1)

Follow the Spark application migration documentation to migrate your Apache Spark Applications from version 3.3.x to 3.4.1
  1. Refactor your Spark application code.

Final steps

After the upgrade and application migration are complete:
  1. Check the status of your clusters.
  2. Perform benchmark testing on your applications. See Spark Application Migration.
1 Oozie, Solr, Phoenix, Hive Warehouse Connector, Spark Schema Registry